Vandit JaininTowards Data ScienceForget the hassles of Anchor boxes with FCOS: Fully Convolutional One-Stage Object DetectionAn intuitive Fully conventional one-stage Object Detection solution that does not use Anchor boxes!!7 min read·Mar 29, 2020--1--1
Vandit JaininTowards Data ScienceEverything you need to know about “Activation Functions” in Deep learning modelsThis article is your no-bullshit one-stop solution to every possible question related to activation functions that comes into your mind8 min read·Dec 30, 2019--10--10
Vandit JaininTowards Data ScienceEverything you need to know about Auto-Deeplab: Google’s latest on SegmentationSearching a model for image segmentation7 min read·Dec 12, 2019----
Vandit JaininTowards Data ScienceEverything you need to know about MobileNetV3 and its comparison with previous versionsPaper Review: Searching for MobilenetV3, ICCV’198 min read·Nov 22, 2019--2--2
Vandit JaininTowards Data ScienceSelf-Supervised GANs using auxiliary rotation lossBridging the gap between supervised and un-supervised image generation5 min read·Nov 12, 2019----
Vandit JaininTowards Data ScienceHandling Class imbalanced data using a loss specifically made for itGet an accuracy boost of more than 4% on heavily class-imbalanced data by adding ~10 lines of code.4 min read·Sep 4, 2019--3--3